Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-24 1.377923 1.714113 2.163248 2.833582 3.861641 5.487285 8.538954
2025-08-31 0.926012 1.257429 1.769422 2.696255 4.565529 9.003444 26.096543
2025-09-07 0.748237 1.077846 1.642129 2.830296 5.904408 17.633576 238.035832
2025-09-14 0.626255 0.936912 1.506217 2.841799 7.073155 33.954278 NaN
2025-09-21 0.534390 0.819599 1.366748 2.752710 7.902095 64.034799 NaN
2025-09-28 0.470708 0.737056 1.268276 2.708487 8.951762 152.768289 NaN
2025-10-05 0.443789 0.715822 1.290041 3.017790 12.793703 8115.340335 NaN
2025-10-12 0.412944 0.680370 1.268774 3.187426 16.950069 NaN NaN
2025-10-19 0.378714 0.632056 1.203870 3.166672 19.857644 NaN NaN
2025-10-26 0.345486 0.580946 1.120444 3.030557 21.183003 NaN NaN
2025-11-02 0.325393 0.554486 1.093671 3.114145 27.131871 NaN NaN
2025-11-09 0.310826 0.537645 1.088038 3.293345 38.906492 NaN NaN
2025-11-16 0.291835 0.509291 1.046720 3.291140 48.438158 NaN NaN
2025-11-23 0.271115 0.474954 0.982771 3.142859 51.487642 NaN NaN
2025-11-30 0.260762 0.462612 0.978919 3.315909 82.583087 NaN NaN
2025-12-07 0.247816 0.442885 0.949647 3.331307 113.080550 NaN NaN
2025-12-14 0.233571 0.418781 0.903254 3.219071 128.017875 NaN NaN
2025-12-21 0.221854 0.399516 0.868595 3.163458 160.069488 NaN NaN
2025-12-28 0.219147 0.401008 0.898006 3.554741 702.831225 NaN NaN
2026-01-04 0.213248 0.394237 0.900054 3.771385 6440.580072 NaN NaN
2026-01-11 0.204319 0.379294 0.872760 3.744804 124319.974187 NaN NaN
2026-01-18 0.194150 0.360562 0.830298 3.570997 256963.230968 NaN NaN
2026-01-25 0.188392 0.352236 0.821667 3.677622 NaN NaN NaN